☆129Jun 8, 2023Updated 2 years ago
Alternatives and similar repositories for IGNNK
Users that are interested in IGNNK are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Kriging Convolutional Networks (KCN) in Tensoflow☆49Jun 16, 2023Updated 2 years ago
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆182Jun 22, 2022Updated 3 years ago
- SATCN for Kriging☆17Jun 8, 2022Updated 3 years ago
- ☆11Mar 13, 2024Updated 2 years ago
- Modifications to Graph Wavenet☆111Dec 28, 2019Updated 6 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆17Apr 5, 2021Updated 5 years ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆19Apr 6, 2023Updated 3 years ago
- Implementation of Diffusion Convolutional Recurrent Neural Network in Tensorflow☆1,417Dec 9, 2024Updated last year
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆63May 23, 2023Updated 3 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆116Mar 18, 2025Updated last year
- tsl: a PyTorch library for processing spatiotemporal data.☆380Oct 17, 2025Updated 7 months ago
- ☆97Jul 10, 2022Updated 3 years ago
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆13Mar 8, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆232Jan 26, 2021Updated 5 years ago
- ☆17Apr 7, 2021Updated 5 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆101Jul 18, 2022Updated 3 years ago
- Graph Neural Network☆76Apr 16, 2024Updated 2 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,206Aug 7, 2024Updated last year
- ☆46Sep 2, 2022Updated 3 years ago
- Machine learning for transportation data imputation and prediction.☆1,287Feb 20, 2026Updated 3 months ago
- ☆91Oct 27, 2023Updated 2 years ago
- ☆30Sep 8, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆67Jun 20, 2022Updated 3 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆22Aug 12, 2023Updated 2 years ago
- Welcome to NeuCo-Bench, a benchmarking framework for evaluating compressed embeddings on downstream tasks.☆27Feb 24, 2026Updated 3 months ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆38May 29, 2023Updated 2 years ago
- PyTorch implementation of the paper "Positional Encoder Graph Neural Networks for Geographic Data"☆61Feb 8, 2024Updated 2 years ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆53May 8, 2025Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Feb 5, 2023Updated 3 years ago
- Spatio-temporal modeling 论文列表（主要是graph convolution相关)☆24Nov 7, 2019Updated 6 years ago
- graph wavenet☆798Mar 14, 2022Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A dataset for traffic accident analysis in the US☆31Apr 17, 2025Updated last year
- Official implementation of AGSTN model(ICDM2020)☆12Sep 12, 2020Updated 5 years ago
- Adaptive Graph Convolutional Recurrent Network☆433Feb 23, 2024Updated 2 years ago
- Crawl traffic data from PEMS☆10Jul 19, 2021Updated 4 years ago
- Spatially Clustered Regression☆11Aug 26, 2022Updated 3 years ago
- Useful tools for pulling data from CalTrans-PeMS.☆11Jan 20, 2023Updated 3 years ago
- Uncertainty Quantification for Deep Spatiotemporal Forecasting☆24Sep 5, 2024Updated last year